"So, here's your desk," Mr. Henderson said, gesturing toward a corner office that felt enormous, empty. The sunlight poured in through a large window, but the brightness only made John feel more exposed. He couldn't help but run a hand over his forehead.

The move from the research lab to the executive suite was jarring. He had spent years in the quiet of his laboratory, surrounded by test tubes and data. He had never been good with people. He didn't know the first thing about office politics.

"You'll be meeting with the board tomorrow morning," Mr. Henderson continued, his voice echoing slightly in the vast space. The words hung in the air, heavy and significant. He nodded, managing a shaky smile. The prospect of facing the board made his chest feel tight, and he wanted to run.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256